iEMNN: An Iterative Integration Method for Single-Cell Transcriptomic Data Based on Network Similarity Enhancement and Mutual Nearest Neighbors.
Xuesheng LinYusheng JiangJinting GuanPublished in: ICIC (LNBI 2) (2024)
Keyphrases
- synthetic data
- similarity measure
- input data
- nearest neighbor
- data points
- data sets
- noisy data
- training samples
- prior knowledge
- missing data
- similarity matrix
- spectral clustering
- data sources
- data transfer
- data analysis
- network model
- data structure
- test data
- network structure
- statistical methods
- database
- similarity function
- high dimensional spaces
- data distribution
- data integration
- high dimensional data
- clustering method
- k nearest neighbor
- data mining techniques
- pairwise